Diagnosis assistance system and control method thereof

a technology of assistance system and diagnostics, applied in the direction of gonioscope, image enhancement, instruments, etc., can solve the problems of reducing processing speed and accuracy of prediction

Active Publication Date: 2019-07-18
MEDI WHALE INC
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Benefits of technology

[0012]There is provided a control method of a training device, which is included in a system including a diagnostic device configured to obtain a target fundus image for obtaining diagnosis assistance information and obtain the diagnosis assistance information on the basis of the target fundus image by using a trained first neural network model, the control method including: pre-pro...

Problems solved by technology

However, in a case in which a plurality of values are desired to be predicted from a single test data through a deep ...

Method used

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  • Diagnosis assistance system and control method thereof
  • Diagnosis assistance system and control method thereof
  • Diagnosis assistance system and control method thereof

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embodiment 1

2.4 Control Method of Training Device

[0195]FIG. 15 is a view for describing a control method of a training device according to an embodiment of the present invention.

[0196]Referring to FIG. 15, the control method of a training device according to an embodiment of the present invention may include pre-processing a first fundus image (S110), serializing the pre-processed first fundus image (S130), and training a first neural network model (S150).

[0197]The control method of a training device according to an embodiment of the present invention may be a control method of a training device included in a system including a training device configured to obtain a first training data set including a plurality of fundus images, process the fundus images included in the first training data set, and train a first neural network model using the first training data set and a diagnostic device configured to obtain a target fundus image for obtaining diagnosis assistance information and obtain the d...

embodiment 2

4.4 Diagnosis Assistance System

[0359]A diagnosis assistance system according to an embodiment of the present invention may include a fundus image obtaining unit, a first processing unit, a second processing unit, a third processing unit, and a diagnostic information output unit.

[0360]According to an embodiment of the present invention, the diagnosis assistance system may include a diagnostic device. The diagnostic device may include a fundus image obtaining unit, a first processing unit, a second processing unit, a third processing unit, and / or a diagnostic information output unit. However, the present invention is not limited thereto, and each unit included in the diagnosis assistance system may be disposed at a proper position in a training device, a diagnostic device, a training diagnosis server, and / or a client device. Hereinafter, for convenience of description, the case in which a diagnostic device of a diagnosis assistance system includes a fundus image obtaining unit, a firs...

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Abstract

The present invention relates to a diagnosis assistance system for assisting diagnosis for a plurality of diseases based on a fundus image, the diagnosis assistance system including: a fundus image obtaining unit configured to obtain a fundus image; a first processing unit configured to, for the fundus image, obtain a first result related to a first finding of a patient using a first neural network model, a second processing unit configured to, for the fundus image, obtain a second result related to a second finding of the patient using a second neural network model, a third processing unit configured to determine, on the basis of the first result and the second result, diagnostic information on the patient, and a diagnostic information output unit configured to provide the determined diagnostic information to a user.

Description

CROSS-REFERENCE TO RELATED APPLICATION[0001]This application is a continuation of PCT / KR2018 / 009809 filed on Aug. 24, 2018, which claims priority to Republic of Korea Patent Application No. 10-2017-0108232 filed on Aug. 25, 2017, which are incorporated by reference herein in their entirety.TECHNICAL FIELD[0002]The present invention relates to a diagnosis assistance system and control method thereof, and more particularly, to a diagnosis assistance system and control method thereof for providing diagnosis assistance information on the basis of an image.BACKGROUND ART[0003]The fundus examination is a diagnosis assistance material frequently utilized in ophthalmology since it is able to observe the abnormalities of the retina, optic nerve, and macula and allows the results to be confirmed by relatively simple imaging. In recent years, the fundus examination has been increasingly used because, through the fundus examination, it is able to observe not only eye diseases but also a degree ...

Claims

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Application Information

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IPC IPC(8): G16H50/20G06T7/00G06K9/62A61B3/12A61B5/00A61B3/117G06V10/80
CPCG16H50/20G06T7/0014G06K9/6256G06K9/6268G06K9/6262A61B3/12A61B5/7267A61B3/1176G06T2207/20081G06T2207/20084G06T2207/30101G06T2207/30041G16H30/40G16H50/70G16H10/60G06T7/0012G06V20/698G06V10/82G06V10/80G06F18/25G06T11/005G06T2207/10101G06T7/00G06T11/00A61B3/00G06F18/214G06F18/217G06F18/241
Inventor RIM, HYUNG TAEKKIM, SEONG JUNGCHOI, TAE GEUN
Owner MEDI WHALE INC
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